Beamforming and Reflection Control for Industrial Networks

This code optimizes the beamforming of WAPs and reflection patterns of IRSs in an industrial setting, evaluating key performance metrics.

This code models a system comprised of wireless access points (WAPs) and intelligent reflecting surfaces (IRSs) within an industrial setting. The system employs adaptive beamforming and reflection control techniques to optimize signal performance. The code initializes the WAPs and IRSs, iteratively updates their patterns through a feedback loop, and evaluates the performance of the system using metrics such as signal-to-interference-plus-noise ratio (SINR), SNR, bit error rate (BER), and throughput. These performance measures are plotted throughout the iterations, visually representing the implemented adaptive process.